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28

373

mit

9

Implementation of Classifier Free Guidance in Pytorch, with emphasis on text conditioning, and flexibility to include multiple text embedding models

deep-learning text-guidance artificial-intelligence classifier-free-guidance

Created 2022-12-03

97 commits to main branch, last one 2 months ago

25

339

mit

7

Creating a diffusion model from scratch in PyTorch to learn exactly how they work.

ddim ddpm pytorch imagenet diffusion-models classifier-free-guidance

Created 2022-09-11

146 commits to main branch, last one 7 months ago

1

34

mit

2

Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.

vae ddpm c-mapss pytorch time-series latent-space triplet-loss turbofan-engine diffusion-models remaining-useful-life latent-variable-models preventive-maintenance variational-autoencoder classifier-free-guidance conditional-data-generation

Created 2022-12-17

116 commits to main branch, last one 7 months ago